Course Schedule and Catalog
Course Schedule - Spring Semester 2007
Meeting location information can now be found on student schedules in ESTHER (for students) or on the Course Roster in ESTHER (for faculty and instructors).Additional information available here.
Meeting location information can now be found on student schedules in ESTHER (for students) or on the Course Roster in ESTHER (for faculty and instructors).Additional information available here.
CAAM 415 001 (CRN: 20849)
THEORETICAL NEUROSCIENCE
Long Title: THEORETICAL NEUROSCIENCE
Department: *Computational & Applied Math*
Instructor: Cox, Steven J.
Meeting: 9:25AM - 10:40AM TR (8-JAN-2007 - 25-APR-2007)
Part of Term: Full Term
Grade Mode: Standard Letter
Course Type: Lecture
Method of Instruction: Face to Face
Credit Hours: 3
Course Syllabus:
Prerequisites: MATH 211 OR CAAM 335
Section Max Enrollment: 25
Section Enrolled: 9
Enrollment data as of: 10-MAY-2024 11:49AM
Description: This course introduces current theoretical methods used to model the properties of nerve cells and the processing of information by neuronal networks. Concrete examples that can be implemented using MATLAB will be emphasized. The starting point is the passive cable properties of single neurons and the Hodgkin-Huxley model of action potential generation. Subsequently, models of synaptic transmission and active properties of dendritic trees will be considered. This will be followed by stochastic properties of single neurons and information encoding using mean and instantaneous firing rates in visual neurons. Finally, methods to analyze phase-locking and activity in populations of cells as well as learning algorithms will be considered.